Wouldn't they have been all-right though? They were all wearing rubber soled boots

Just about every insulator (air, rubber, paper, etc) has what's called a "dielectric breakdown" if the potential different on either side of it is great enough. That's how we get lightning. That's how those men would have been electrocuted through their rubber boots.